{"id":"W2734970521","doi":"","title":"Play and Its Role in the Mental Development of the Child.","year":2016,"lang":"en","type":"article","venue":"Early childhood education","topic":"Child Therapy and Development","field":"Psychology","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental development; Developmental psychology; Psychology; Child development; Mental activity; Cognition; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002556455,0.00009069085,0.00007531765,0.00005236637,0.000128946,0.00001195347,0.0002039812,0.00004491819,0.0001886275],"category_scores_gemma":[0.00001392256,0.00004407635,0.00002430566,0.0001335475,0.00002732487,0.00006458522,0.00003161179,0.00008317774,0.00005562416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003610033,"about_ca_system_score_gemma":0.0001834047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002210963,"about_ca_topic_score_gemma":0.0000355386,"domain_scores_codex":[0.9992442,0.00009550661,0.0002102974,0.0001668167,0.0001440851,0.0001390941],"domain_scores_gemma":[0.9996319,0.00004228375,0.00008319865,0.0002022832,0.00001535602,0.00002492032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002269979,0.0009797433,0.06404875,0.000002413402,0.00006447479,1.44428e-7,0.7145128,8.578858e-8,0.0009287446,0.008805363,0.002167685,0.2084671],"study_design_scores_gemma":[0.0004546623,0.00001915351,0.9863892,0.0000620573,0.000003168114,0.00001291289,0.001815086,1.965427e-8,0.002280977,0.0005448543,0.008345672,0.00007229335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875596,0.0008566723,0.000003249279,0.003709153,0.0005832265,0.0003951046,0.000003240843,0.000008019678,0.006881701],"genre_scores_gemma":[0.9987276,0.00001614157,0.00006374261,0.0005757437,0.00009021916,0.00006154474,0.000003246347,0.000007982022,0.0004537406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9223404,"threshold_uncertainty_score":0.2065338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007327559857224192,"score_gpt":0.2519012428755888,"score_spread":0.2445736830183647,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}